Data Science & ML MCP Servers

MCP servers for data science, machine-learning workflows, notebooks, model training and inference. Each entry is scanned with the deterministic Capability-Flow Trust Model — grades are computed, never self-reported.

Us Legal npm
A
us-legal-mcp

MCP server for US legal data - Congress, Federal Register, US Code, and more

Data Science & ML Score 97/100 1 finding 23/wk Cap. Minimal
Uaemcp Source verified npm
A
uaemcp

Open Emirates Intelligence on Bun — official UAE open data over MCP.

Data Science & ML Score 97/100 0 findings 22/wk Cap. Moderate
Appdatalayer Source verified npm
A
appdatalayer-mcp

Open-source TypeScript SDK for AppDataLayer MCP Server — app store analytics via Model Context Protocol

Data Science & ML Score 97/100 0 findings 17/wk Cap. Moderate
Chilegob Dataset Source verified npm
A
mcp-chilegob-dataset

MCP server exposing Chile's open government dataset portal (datos.gob.cl / CKAN API v3)

Data Science & ML Score 97/100 0 findings 13/wk Cap. Moderate
AI Dev Jobs Remote
A
https://aidevboard.com/mcp

Specialized job board for AI/ML engineers. Search curated roles.

Data Science & ML Score 97/100 0 findings Cap. Moderate
arXiv Remote
A
https://arxiv.caseyjhand.com/mcp

Search arXiv, fetch paper metadata and read full-text preprint content.

Data Science & ML Score 97/100 0 findings Cap. Moderate
bioRxiv / medRxiv Remote
A
https://biorxiv.caseyjhand.com/mcp

Search and retrieve bioRxiv and medRxiv preprints by DOI, date interval or keyword.

Data Science & ML Score 97/100 0 findings Cap. Moderate
CompletionKit Remote
A
https://completionkit.com/mcp

Prompt evals over MCP: run a prompt on your dataset, score each output 1-5 with an LLM judge.

Data Science & ML Score 97/100 1 finding Cap. Moderate
Developer Tools Mcp Server Remote
A
https://nexgendata-mcp-proxy.steve-corbeil.workers.dev/developer-tools-mcp-server/mcp

Search GitHub, npm, PyPI, StackOverflow, ArXiv from one MCP — built for coding agents.

Data Science & ML Score 97/100 0 findings Cap. Moderate
Ensembl Genomics Remote
A
https://ensembl.caseyjhand.com/mcp

Look up genes, fetch sequences, predict variant consequences and find orthologs via Ensembl REST.

Data Science & ML Score 97/100 0 findings Cap. Moderate
Eurostat Remote
A
https://eurostat.caseyjhand.com/mcp

Search and query 8,900+ Eurostat datasets covering EU economy, demography, trade and health.

Data Science & ML Score 97/100 0 findings Cap. Moderate
Google BigQuery Remote
A
https://bigquery.googleapis.com/mcp

Google-managed remote MCP server for listing BigQuery datasets/tables and running SQL analytics.

Data Science & ML Score 97/100 1 finding Cap. Moderate
IMF Data Remote
A
https://imf.caseyjhand.com/mcp

Query IMF SDMX 3.0 macroeconomic data — 193 dataflows, 190 countries, WEO projections and BOP.

Data Science & ML Score 97/100 0 findings Cap. Moderate
inference.sh Remote
A
https://sh.inference.ac/

Run 150+ AI apps — image, video, audio, LLMs, 3D and more. Browse, execute, stream results.

Data Science & ML Score 97/100 0 findings Cap. Moderate
inference.sh Remote
A
https://api.inference.sh/mcp

Run 150+ AI apps — image, video, audio, LLMs, 3D and more. Browse, execute, stream results.

Data Science & ML Score 97/100 0 findings Cap. Moderate
ORCID Remote
A
https://orcid.caseyjhand.com/mcp

Search researcher profiles, works, affiliations, funding and peer-review records from ORCID.

Data Science & ML Score 97/100 0 findings Cap. Moderate
Protein Structures (PDB/AlphaFold) Remote
A
https://protein.caseyjhand.com/mcp

Federated protein structure and annotation search across PDB, AlphaFold DB, 3D-Beacons, UniProt and InterPro.

Data Science & ML Score 97/100 0 findings Cap. Moderate
PubChem Remote
A
https://pubchem.caseyjhand.com/mcp

Search the PubChem chemical database for compounds, properties, safety data and bioactivity.

Data Science & ML Score 97/100 0 findings Cap. Moderate
PubMed Remote
A
https://pubmed.caseyjhand.com/mcp

Search PubMed/Europe PMC, fetch articles, full text, citations and MeSH terms.

Data Science & ML Score 97/100 0 findings Cap. Moderate
Scite Remote
A
https://api.scite.ai/mcp

Ground answers in scientific literature. Search full text, evaluate trust, access full-text articles

Data Science & ML Score 97/100 0 findings Cap. Moderate
Socrata Open Data Remote
A
https://socrata.caseyjhand.com/mcp

Search and query government open-data portals via the Socrata SODA API.

Data Science & ML Score 97/100 0 findings Cap. Moderate
US Bureau of Labor Statistics Remote
A
https://bls-labor.caseyjhand.com/mcp

Fetch BLS data series — CPI, unemployment, wages, JOLTS and more.

Data Science & ML Score 97/100 0 findings Cap. Moderate
USGS/EMSC Earthquakes Remote
A
https://earthquake.caseyjhand.com/mcp

Search USGS and EMSC seismic data — real-time feeds, event queries and earthquake counts.

Data Science & ML Score 97/100 0 findings Cap. Moderate
Wikidata Remote
A
https://wikidata.caseyjhand.com/mcp

Search and fetch Wikidata entities, run SPARQL queries and resolve external identifiers.

Data Science & ML Score 97/100 0 findings Cap. Moderate